As a Senior Data Analyst for the Retail Service Industry Division's Development team, I spearheaded many modernization efforts of Statistics Canada survey validation within production environments. This involved creating tailored programs in Python, R, and SQL to effectively query vast and intricate tax databases as well as micro-databases. My endeavours significantly benefited analysts in their day-to-day operations.I collaborated closely with my team to enhance our capacity to seamlessly integrate alternative data sources into our micro database processing system. This integration was pivotal for the Monthly Retail Trade Survey & Retail Commodity Survey production processes, ensuring a more holistic and comprehensive data approach as well as more accurate and timely data to provide to Canadians.My experience in natural language processing has also played a crucial role. I took the lead in developing training datasets and meticulously assessed the prediction capabilities of our machine learning models. This also encompassed conducting rigorous quality assurance checks on the machine learning results to guarantee precision and reliability.One of my notable achievements was the design and development of a Python Graphical User Interface (GUI). This tool is instrumental in validating pre-released survey values on the Statistics Canada pre-release website, ensuring they align seamlessly with their micro-database counterparts across all surveys within our division.Outside of the technical sphere, I took pride in organizing the Retail Service Industry Division's 2020 Hackathon, promoting innovation and collaboration within our team. Additionally, I offered support to Health Canada by aiding in the dissemination of product prices in line with the Canadian Food Guide taxonomy. This collaboration also extended to evaluating the development of algorithms that classify alternative data sources in accordance with the Canadian Food Guide's classification standards.

As an Economist for the Retail Commodity Survey as well as Development Team, I played a central role in overseeing the processing, analysis, and validation of crucial data survey data related to monthly retail trade as well as retail commodity sales. This data is instrumental in determining personal consumption figures that contribute to the calculation of Canada's GDP.I was deeply involved in the architectural planning and pipelining of extensive datasets. With the combination of predictive machine learning and advanced NLP classification models, we were able to interpret and derive meaningful insights from this data. My commitment to clarity and precision led me to design data visualization reports and tools. These not only facilitated internal decision-making processes but also ensured that our published data met the highest standards of accuracy and comprehensibility.

As a Subject Matter Officer for the Monthly Food Survey of Statistics Canada my responsibilities include collecting, compiling, and analyzing statistical information on Canadian business activity in the food service and drinking place sectors. This information serves as an important indicator of Canadian economic performance and is used by all levels of government in establishing informed policies. The private sector also uses this information in the corporate decision-making process.

My two years as a Customer Service Representative at CIBC has not only taught me how to create a positive branch experience for clients, but it has also allowed me to develop fundamental skills on how to work with clients to assist them in reaching their top financial priorities. By understanding that all clients have unique life situations, I work to reach an interpersonal level in order to understand which products and offers will optimize my clients' road to reach their top financial priorities. Outside of the work place, my position with CIBC has given me satisfaction knowing that I have made a potential improvement to a client's financial life. As the financial industry continues to rapidly innovate technologically, it is very important to make positive and lasting experiences with clients and as a customer service representative I have the privlidge to be the face of CIBC for not only current, but also for potential future clients.

Under the controlled substanced directorate of Health Canada, I am developed an Excel tool to model and automate estimates of regulatory impacts. This also included collecting data related to controlled drugs and substances, conducting data analyses; and supporting regulatory impact analyses.

My summer as a Job Site Manager with College Pro Painters is where I developed my elementary experience in customer satisfication and teamwork. I was responsible with meeting and touching base with clients daily. I would work my hardest to address and resolve any concerns or issues during production from the homeowner.Internally, I was responsible for setting up crews to work with each other which usually required me to read employees and grouped them according to who they'd work well with. Job sites can be very stressful and so I made sure to always empathize with workers and did my best to let them know I was there for support and always encouraged team mentality for the company.